The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the West Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 115 120 107
Rank change year-on-year
+5 -13
Contract jobs citing Data Cleansing 7 4 1
As % of all contract IT jobs located in West Yorkshire 0.34% 0.19% 0.055%
As % of the Processes & Methodologies category 0.40% 0.23% 0.069%
Number of daily rates quoted 3 0 0
Median daily rate £500 - -
UK excluding London median daily rate £425 £375 £383
% change year-on-year
+13.33% -1.96%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.00 £33.67 £15.00
% change year-on-year
-52.47% +124.43%
Data Cleansing
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1745 1775 1441
As % of all contract IT jobs located in West Yorkshire 84.79% 85.54% 79.75%
Number of daily rates quoted 1220 1215 1005
Median daily rate £425 £365 £343
Median daily rate % change year-on-year
+16.43% +6.56%
90% offered a daily rate of more than £313 £265 £225
10% offered a daily rate of more than £550 £480 £450
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 22 34 21
Median hourly rate £12.50 £32.50 £16.00
Median hourly rate % change year-on-year
-61.53% +103.12%
90% offered a hourly rate of more than £9.00 £13.30 £11.13
10% offered a hourly rate of more than £35.00 £110.00 £110.00
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

Data Cleansing
Jobs Demand Trend in West Yorkshire

The demand trend of contract jobs across the West Yorkshire region citing Data Cleansing as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in West Yorkshire

Data Cleansing
Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Cleansing across the West Yorkshire region.

Data Cleansing Daily Rate Trend in West Yorkshire

Data Cleansing
Daily Rate Histogram in West Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the West Yorkshire region over the 3 months to 28 May 2016.

Data Cleansing Daily Rate Histogram in West Yorkshire

Data Cleansing
Hourly Rate Trend in West Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Cleansing across the West Yorkshire region.

Data Cleansing Hourly Rate Trend in West Yorkshire

Data Cleansing
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the West Yorkshire region over the 3 months to 28 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +2 7 £500 - 1
Data Cleansing
Yorkshire

Data Cleansing
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 28 May 2016, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the West Yorkshire region with a requirement for Data Cleansing.

1 6 (60.00%) Data Analysis
2 5 (50.00%) Migration
2 5 (50.00%) Data Migration
2 5 (50.00%) Finance
2 5 (50.00%) Data Mapping
3 4 (40.00%) IBM
3 4 (40.00%) TACACS
3 4 (40.00%) C
3 4 (40.00%) Data Modelling
3 4 (40.00%) Maximo
4 3 (30.00%) Business Intelligence
4 3 (30.00%) QA
4 3 (30.00%) Test Scripting
4 3 (30.00%) SQL
4 3 (30.00%) Validation
5 2 (20.00%) ETL
5 2 (20.00%) Oracle
5 2 (20.00%) SQL Server
5 2 (20.00%) Oracle Reports
5 2 (20.00%) Data Validation
5 2 (20.00%) Data Quality
5 2 (20.00%) Logical Data Model
5 2 (20.00%) Physical Data Model
6 1 (10.00%) SQL Server 2014
6 1 (10.00%) Business Transformation
6 1 (10.00%) SQL Server 2012
6 1 (10.00%) Data Transformation
6 1 (10.00%) Kalman Filter
6 1 (10.00%) Data Extraction
6 1 (10.00%) SQL Server Analysis Services

Data Cleansing
Top Related IT Skills in West Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (10.00%) MS Excel
1 1 (10.00%) MS PowerPoint
1 1 (10.00%) MS Visio
Business Applications
1 4 (40.00%) Maximo
Communications & Networking
1 4 (40.00%) TACACS
Database & Business Intelligence
1 2 (20.00%) Oracle Reports
1 2 (20.00%) SQL Server
2 1 (10.00%) SQL Server 2012
2 1 (10.00%) SQL Server 2014
2 1 (10.00%) SQL Server Analysis Services
2 1 (10.00%) SQL Server Integration Services
General
1 5 (50.00%) Finance
Job Titles
1 5 (50.00%) Consultant
2 3 (30.00%) Analyst
2 3 (30.00%) Data Analyst
2 3 (30.00%) Developer
2 3 (30.00%) Maximo Consultant
3 2 (20.00%) Oracle Analyst
3 2 (20.00%) SQL Analyst
3 2 (20.00%) SQL Data Analyst
3 2 (20.00%) TM1 Consultant
3 2 (20.00%) TM1 Developer
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) SQL BI Developer
4 1 (10.00%) SQL Developer
4 1 (10.00%) SQL Server Analyst
4 1 (10.00%) Support Engineer
4 1 (10.00%) Test Analyst
4 1 (10.00%) Test Data Analyst
Miscellaneous
1 1 (10.00%) Data Extraction
Processes & Methodologies
1 6 (60.00%) Data Analysis
2 5 (50.00%) Data Mapping
2 5 (50.00%) Data Migration
2 5 (50.00%) Migration
3 4 (40.00%) Data Modelling
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Test Scripting
4 3 (30.00%) Validation
5 2 (20.00%) Data Validation
5 2 (20.00%) ETL
5 2 (20.00%) Logical Data Model
5 2 (20.00%) Physical Data Model
6 1 (10.00%) Business Transformation
6 1 (10.00%) Data Transformation
6 1 (10.00%) E-Commerce
6 1 (10.00%) Kalman Filter
6 1 (10.00%) Project Planning
6 1 (10.00%) Software Testing
Programming Languages
1 4 (40.00%) C
2 3 (30.00%) SQL
3 1 (10.00%) T-SQL
Quality Assurance & Compliance
1 3 (30.00%) QA
2 2 (20.00%) Data Quality
Vendors
1 4 (40.00%) IBM
2 2 (20.00%) Oracle